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1

Learning the best subset of local features for face recognition

Berk Gökberk, M. Okan İrfanoğlu, Lale Akarun, Ethem Alpaydın

Journal:

Pattern Recognition

Année:

2007

Langue:

english

Fichier:

PDF, 2.07 MB

english, 2007

2

Canonical correlation analysis using within-class coupling

Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov

Journal:

Pattern Recognition Letters

Année:

2011

Langue:

english

Fichier:

PDF, 1.41 MB

english, 2011

3

Machine learning

Ethem Alpaydın

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Année:

2011

Langue:

english

Fichier:

PDF, 176 KB

english, 2011

4

Combining Pattern Classifiers: Methods and Algorithms

Kuncheva, Ludmila I., Alpaydin, Ethem

Journal:

IEEE Transactions on Neural Networks

Année:

2007

Langue:

english

Fichier:

PDF, 32 KB

english, 2007

5

Cost-conscious classifier ensembles

Cigdem Demir, Ethem Alpaydin

Journal:

Pattern Recognition Letters

Année:

2005

Langue:

english

Fichier:

PDF, 148 KB

english, 2005

6

Cost-conscious multiple kernel learning

Mehmet Gönen, Ethem Alpaydın

Journal:

Pattern Recognition Letters

Année:

2010

Langue:

english

Fichier:

PDF, 251 KB

english, 2010

7

Soft vector quantization and the EM algorithm

Ethem Alpaydın

Journal:

Neural Networks

Année:

1998

Langue:

english

Fichier:

PDF, 224 KB

english, 1998

8

ANNSyS: an Analog Neural Network Synthesis System

İsmet Bayraktaroğlu, Arif Selçuk Öğrenci, Günhan Dündar, Sina Balkır, Ethem Alpaydın

Journal:

Neural Networks

Année:

1999

Langue:

english

Fichier:

PDF, 775 KB

english, 1999

9

Comparison of kernel estimators, perceptrons and radial-basis functions for OCR and speech classification

Ethem Alpaydin, Fikret Gürgen

Journal:

Neural Computing and Applications

Année:

1995

Langue:

english

Fichier:

PDF, 1.07 MB

english, 1995

10

Regularizing multiple kernel learning using response surface methodology

Mehmet Gönen, Ethem Alpaydın

Journal:

Pattern Recognition

Année:

2011

Langue:

english

Fichier:

PDF, 482 KB

english, 2011

11

Voting over Multiple Condensed Nearest Neighbors

Journal:

Artificial Intelligence Review

Année:

1997

Langue:

english

Fichier:

PDF, 233 KB

english, 1997

12

Supervised learning of local projection kernels

Mehmet Gönen, Ethem Alpaydın

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 753 KB

english, 2010

13

Cost-conscious comparison of supervised learning algorithms over multiple data sets

Aydın Ulaş, Olcay Taner Yıldız, Ethem Alpaydın

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 439 KB

english, 2012

14

Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies

Irsoy, Ozan, Yildiz, Olcay Taner, Alpaydin, Ethem

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Année:

2012

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2012

15

Localized algorithms for multiple kernel learning

Mehmet Gönen, Ethem Alpaydın

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 673 KB

english, 2013

16

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 309 KB

english, 2003

17

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || On a Dynamic Wavelet Network and Its Modeling Application

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 318 KB

english, 2003

18

Single- vs. multiple-instance classification

Alpaydın, Ethem, Cheplygina, Veronika, Loog, Marco, Tax, David M.J.

Journal:

Pattern Recognition

Année:

2015

Langue:

english

Fichier:

PDF, 544 KB

english, 2015

19

[IEEE 2019 27th Signal Processing and Communications Applications Conference (SIU) - Sivas, Turkey (2019.4.24-2019.4.26)] 2019 27th Signal Processing and Communications Applications Conference (SIU) - Learning Word Representations with Deep Neural Networks for Turkish

Dundar, Enes Burak, Alpaydin, Ethem

Année:

2019

Langue:

turkish

Fichier:

PDF, 119 KB

turkish, 2019

20

Training Bidirectional Generative Adversarial Networks with Hints

Mutlu, Uras, Alpaydin, Ethem

Journal:

Pattern Recognition

Année:

2020

Fichier:

PDF, 18.16 MB

2020

21

Parametric distance functions vs. nonparametric neural networks for estimating road travel distances

Ethem Alpaydin, İ.Kuban Altinel, Necati Aras

Journal:

European Journal of Operational Research

Année:

1996

Langue:

english

Fichier:

PDF, 1.09 MB

english, 1996

22

Incremental construction of classifier and discriminant ensembles

Aydın Ulaş, Murat Semerci, Olcay Taner Yıldız, Ethem Alpaydın

Journal:

Information Sciences

Année:

2009

Langue:

english

Fichier:

PDF, 581 KB

english, 2009

23

Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

Ayşegül Özen, Mehmet Gönen, Ethem Alpaydın, Türkan Haliloğlu

Journal:

BMC Structural Biology

Année:

2009

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2009

24

Learning the areas of expertise of classifiers in an ensemble

Esma Kilic, Ethem Alpaydin

Journal:

Procedia Computer Science

Année:

2011

Langue:

english

Fichier:

PDF, 358 KB

english, 2011

25

Eigenclassifiers for combining correlated classifiers

Aydın Ulaş, Olcay Taner Yıldız, Ethem Alpaydın

Journal:

Information Sciences

Année:

2012

Langue:

english

Fichier:

PDF, 427 KB

english, 2012

26

LINEAR DISCRIMINANT TREES

YILDIZ, OLCAY TANER, ALPAYDIN, ETHEM

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Année:

2005

Langue:

english

Fichier:

PDF, 414 KB

english, 2005

27

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Implementation of Visual Attention System Using Bottom-up Saliency Map Model

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 255 KB

english, 2003

28

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Linear Least-Squares Based Methods for Neural Networks Learning

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 824 KB

english, 2003

29

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Evolutionary Optimisation of RBF Network Architectures in a Direct Marketing Application

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 806 KB

english, 2003

30

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Machine Learning for Multi-class Protein Fold Classification Based on Neural Networks with Feature Gating

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 169 KB

english, 2003

31

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || On Activation Functions for Complex-Valued Neural Networks — Existence of Energy Functions —

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 502 KB

english, 2003

32

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Unsupervised Clustering Methods for Medical Data: An Application to Thyroid Gland Data

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 144 KB

english, 2003

33

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Localized Multiple Kernel Regression

Gonen, Mehmet, Alpaydin, Ethem

Année:

2010

Langue:

english

Fichier:

PDF, 586 KB

english, 2010

34

Classification and Ranking Approaches to Discriminative Language Modeling for ASR

Dikici, Erinç, Semerci, Murat, Saraclar, Murat, Alpaydin, Ethem

Journal:

IEEE Transactions on Audio Speech and Language Processing

Année:

2013

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2013

35

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 498 KB

english, 2003

36

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 212 KB

english, 2003

37

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Auto-adaptive and Dynamical Clustering Neural Network

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 578 KB

english, 2003

38

[IEEE 2009 24th International Symposium on Computer and Information Sciences (ISCIS) - Guzelyurt, Cyprus (2009.09.14-2009.09.16)] 2009 24th International Symposium on Computer and Information Sciences - Calculating the VC-dimension of decision trees

Asian, Ozlem, Yildiz, Olcay Taner, Alpaydin, Ethem

Année:

2009

Langue:

english

Fichier:

PDF, 178 KB

english, 2009

39

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Supervised Locally Linear Embedding

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 613 KB

english, 2003

40

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Quantum Adiabatic Evolution Algorithm for a Quantum Neural Network

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 806 KB

english, 2003

41

AN INCREMENTAL FRAMEWORK BASED ON CROSS-VALIDATION FOR ESTIMATING THE ARCHITECTURE OF A MULTILAYER PERCEPTRON

ARAN, OYA, YILDIZ, OLCAY TANER, ALPAYDIN, ETHEM

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Année:

2009

Langue:

english

Fichier:

PDF, 489 KB

english, 2009

42

GAL: NETWORKS THAT GROW WHEN THEY LEARN AND SHRINK WHEN THEY FORGET

ALPAYDIN, ETHEM

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Année:

1994

Langue:

english

Fichier:

PDF, 1.34 MB

english, 1994

43

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Model Selection with Cross-Validations and Bootstraps — Application to Time Series Prediction with RBFN Models

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 210 KB

english, 2003

44

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Recommendation Models for User Accesses to Web Pages

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 380 KB

english, 2003

45

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Predicting Bad Credit Risk: An Evolutionary Approach

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 329 KB

english, 2003

46

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Neural Network: Input Anticipation May Lead to Advanced Adaptation Properties

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 148 KB

english, 2003

47

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Transformations of Symbolic Data for Continuous Data Oriented Models

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 417 KB

english, 2003

48

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Dimension Reduction Based on Orthogonality — A Decorrelation Method in ICA

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 712 KB

english, 2003

49

[Lecture Notes in Computer Science] Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 Volume 2714 || Neural Network Based Material Identification and Part Thickness Estimation from Two Radiographic Images

Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

Année:

2003

Langue:

english

Fichier:

PDF, 505 KB

english, 2003

50

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Localized multiple kernel learning

Gönen, Mehmet, Alpaydin, Ethem

Année:

2008

Langue:

english

Fichier:

PDF, 742 KB

english, 2008